Past exam of the mathematics course of the University of Cambridge 2009 ii Paper 1 22H a Solution by
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The Baire category theorem states that a complete metric space is a Baire space: the intersection of countably many open dense sets is dense. Equivalently, a nonempty open subset cannot be a countable union of nowhere dense sets.
Let be open dense and any nonempty open set. Choose a closed ball of positive radius at most inside . Inductively choose inside the interior of intersected with , with positive radius at most . Density makes this intersection nonempty, and openness supplies a sufficiently small closed ball. The centres form a Cauchy sequence because all later centres lie in , whose diameter tends to zero. Completeness gives a limit . Since each ball is closed and contains all later centres, for every . Thus , proving density. Applying this to complements of the closures of nowhere dense sets gives the equivalent formulation.
Past exam of the mathematics course of the University of Cambridge 2009 ii Paper 1 20H iii Solution by
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Write and . Since their common square-free discriminant is congruent to zero or one modulo four, it must be one modulo four; thus are odd. It is not a rational square because a square-free integer square is only zero or one. Both polynomials are irreducible over , and their roots generate the same quadratic extension . Their integral roots are and , respectively. Each generated order isthe usual ring of integers for square-free . This identifies both quotients with the same ring. Explicitly, if denotes the image of modulo , send the image of modulo to . Equal discriminants give , and the opposite translation gives its inverse. The two quotient rings are isomorphic.
Past exam of the mathematics course of the University of Cambridge 2009 ii Paper 1 20H ii Solution by
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The cubic has no rational root: its only possible integer roots are , and neither works. It is therefore irreducible. Let be its image in ; it is an algebraic integer, so . The power-basis discriminant isThe index-discriminant formula from part (i) says that the square of divides 59. It must be one. Hence , with integral basis and field discriminant .
Past exam of the mathematics course of the University of Cambridge 2009 ii Paper 1 20H i Solution by
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For a basis of a module of the full-rank module , define its discriminant of elements of a number field byThe field discriminant is this determinant for an integral basis of . A change of integral basis with determinant does not change it. Write in an integral basis and let . The two trace matrices satisfy . The index of the lattice is , as follows for example from Smith normal form. ThereforeMultiplicative closure makes an order when it contains one, but the determinant argument itself requires only full finite index, so it also covers the stated module hypothesis without that extra condition.
Past exam of the mathematics course of the University of Cambridge 2009 ii Paper 1 17F iii Solution by
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Take a maximal matching in a graph with edges and let be its endpoints. Maximality makes its complement an independent set, since an edge wholly outside could be added. Every vertex outside therefore sends all its edges into , giving crossing edges. Every vertex in already uses at least one incident edge inside , its matched edge, so it sends at most outside. HenceThe maximum matching in a graph is at least this large. For , take any disjoint union of triangles. It is 2-regular, has vertices and matching number , since each triangle contributes exactly one edge. As varies this gives infinitely many equality examples.
Past exam of the mathematics course of the University of Cambridge 2009 ii Paper 1 17F ii Solution by
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Let be the two parts of the bipartite graph. Counting edges gives , hence . For , the edges incident to all end in , whose vertices have total capacity . Thus . Hall's marriage theorem gives a perfect matching, and no matching in a graph can have more than edges. The matching number is .
Past exam of the mathematics course of the University of Cambridge 2009 ii Paper 1 17F i Solution by
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Hall's marriage theorem states that a finite bipartite graph with parts has a matching in a graph saturating exactly when for every . Necessity follows because the matched neighbours of are distinct.
For sufficiency use induction on . The empty case is immediate. If a nonempty proper subset has , the induced graph on satisfies Hall's condition and has a saturating matching in a graph by induction. The remaining graph on also satisfies it: for ,Apply induction again and unite the two matchings in a graph. If there is no such tight proper subset, every nonempty proper has . Choose a vertex and a neighbour , which exists by Hall's condition. Delete both. Every remaining subset loses at most one neighbour and still satisfies Hall's condition. Induction supplies a matching in a graph of the remainder; add . For this last step directly proves the assertion.
Past exam of the mathematics course of the University of Cambridge 2009 ii Paper 1 15D ii Solution by
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For constant equation-of-state parameter , the cosmological continuity equation integrates to using today's normalization. In conformal time, , so the Friedmann equation becomesSince , the Friedmann acceleration equation givesFor , put . When , integration gives . Integrating then yields the closed constant-equation-of-state Friedmann scale factorChoose a connected interval with positive sine; the origin of conformal time can absorb . For this is the expansion and recollapse branch between consecutive zeros of the sine. Negative instead gives the corresponding minimum-radius branch on its positive-sine interval. The printed power formula excludes : in that exceptional case is constant and , with . A real solution requires the latter constant to be at least one; equality permits a static solution.
For pressure-free matter, , so . Set the big-bang origins to zero. The closed matter-dominated Friedmann solution follows by and integrating :The entire cycle is ; maximum expansion has at , and the big crunch occurs at .
Past exam of the mathematics course of the University of Cambridge 2009 ii Paper 1 15D i Solution by
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Multiply the Friedmann equation by and differentiate:Insert the cosmological continuity equation to obtainOn a nonstatic branch divide by ; continuity extends the result across isolated turning points. The resulting Friedmann acceleration equation isAn everywhere static branch needs the independent spatial Einstein field equations: the two differentiated constraints alone cannot determine the pressure when . This is the qualification to deriving the acceleration equation solely by division.
Past exam of the mathematics course of the University of Cambridge 2009 ii Paper 1 12H iii Solution by
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By Gibbs inequality,with equality exactly when . Put , a probability distribution. The optimal log-optimal multiplicative betting rate isFor this is strictly positive by Gibbs inequality; taking in the preceding strong law of large numbers bound proves growth with probability tending to one.
For the casino can set . Every optimal return multiplier is then exactly , so the fortune decreases deterministically as . More generally for that choice. An arbitrary choice with need not cause decline. For example, take , , . Then but . For any fixed positive , making one sufficiently small while preserving also makes the optimal rate positive.
Past exam of the mathematics course of the University of Cambridge 2009 ii Paper 1 12H ii Solution by
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Let be independent rolls with the specified probability distribution, and let be the fortune after games. Its multiplicative evolution givesby the strong law of large numbers. The summands have finitely many finite values, so its hypotheses hold. For any , the probability that tends to one. Thus maximizing maximizes the typical exponential growth rate, the objective of log-optimal multiplicative betting. Maximizing expected fortune would be a different objective and would not control the typical repeated-game outcome.
Past exam of the mathematics course of the University of Cambridge 2009 ii Paper 1 12H i Solution by
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For probability distributions with positive entries, Gibbs inequality iswith equality exactly when . Indeed, , with equality only at , givesThis also proves the equality condition. With zero entries the same Kullback-Leibler divergence statement holds using and for , or by restricting to the support and taking limits.
Past exam of the mathematics course of the University of Cambridge 2009 ib Paper 4 18D ii Solution by
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The applied pressure changes the dynamic condition to . For its specified spatial mode, the two amplitude equations becomeWhen , the corresponding particular oscillation isFree oscillations with amplitudes may be added. If the mode starts from rest at , its total amplitude instead isNear resonance, the response grows too large for the linearization. At exact resonance the rest-start limit is , with secular growth. Dissipation or nonlinear effects would be required to limit it.
Past exam of the mathematics course of the University of Cambridge 2009 ib Paper 4 18D i Solution by
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For small irrotational surface gravity waves, write the velocity field as . Incompressibility gives . The rigid walls have at , at , and at . At , the linear kinematic boundary condition and pressure condition areSeparate variables for a rectangular standing surface-gravity mode:The horizontal cosine factors and vertical hyperbolic cosine satisfy all rigid-wall conditions. Put and . The free-surface conditions give and , henceBoth integers are nonnegative and not both zero. The zero pair would be a spatially uniform displacement, excluded by fixed fluid volume; a spatially constant potential is only a gauge mode.
Past exam of the mathematics course of the University of Cambridge 2009 ib Paper 3 5D i Solution by
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Take the circle with the usual positive, counterclockwise orientation. The only singularity is at zero, and the Laurent series givesThe coefficient of is , so the residue theorem givesThe essential singularity at zero still has a well-defined residue; the theorem does not require it to be a pole.
Past exam of the mathematics course of the University of Cambridge 2009 ib Paper 3 4F iii Solution by
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False. The rational numbers with their subspace topology from are Hausdorff. If a subset contains two distinct rationals , choose an irrational between them; intersecting the subset with and gives a separation into two nonempty relatively open sets. Thus every nonempty connected subset of is a singleton, so it is totally disconnected. Yet no rational is isolated, because every interval around it contains another rational. Therefore is not a discrete space. Hausdorffness and total disconnectedness do not imply discreteness.
Past exam of the mathematics course of the University of Cambridge 2009 ib Paper 3 4F ii Solution by
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True. For nonempty connected spaces , choose , . For each , the subspace is connected: its two connected pieces meet at . The union of these subspaces over is all of , and every piece contains the common connected subset . Their union is therefore connected. The assertion is also true if a factor is empty, since the empty product space is connected. This proves product of connected spaces.
Past exam of the mathematics course of the University of Cambridge 2009 ib Paper 3 4F i Solution by
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True. Fix a point of a nonempty connected open set and let be its path-connected component. Each point of the open set has a small Euclidean ball contained in it. A ball is convex and path-connected, so each such ball lies entirely in one path component. All path components are therefore open, and the complement of is open as well. If the complement were nonempty, these two open sets would disconnect the original set. Thus is the whole set. In fact the joining paths may be chosen polygonal.
Past exam of the mathematics course of the University of Cambridge 2009 ib Paper 3 17A c Solution by
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The Poynting vector in the annular region isIt points from the battery towards the resistor with the preceding current convention. Integrating through an annular cross-section givesThe energy is transported by the electromagnetic field in the space between the ideal conductors; the integration recovers the power dissipated at the terminating resistor.
Past exam of the mathematics course of the University of Cambridge 2009 ib Paper 3 17A b Solution by
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Take the inner conductor to be at potential above the outer. A cylindrical Gauss law surface of length encloses charge and gives . The potential difference isThus the coaxial cylindrical capacitor field and charge areThe perfectly conducting surfaces have no tangential electric field in this idealized steady model.
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